The Role of AI in Enhancing Decision Making in Industrial Service Operations: A Systematic Literature Review

dc.contributor.authorAshiq, Kashif
dc.contributor.facultyfi=Johtamisen yksikkö|en=School of Management|
dc.contributor.organizationfi=Vaasan yliopisto|en=University of Vaasa|
dc.date.accessioned2026-06-17T10:23:57Z
dc.date.issued2026-06-02
dc.description.abstractThis study focuses on the impact of Artificial Intelligence (AI) on industrial service operations with a particular focus on decision-making, operational efficiency, employee engagement, and digital transformation. Systematic Literature Review (SLR) was chosen as the research methodology that will be used to evaluate the existing literature on such topics as AI and management, as well as smart industrial operations. Literature search, screening, and the-matic analysis were applied to identify relevant publications. The research uses the latest insights from highly cited articles on methodologies and AI technologies to guarantee validity and theoretical relevance. The findings indicate that the use of AI improves the performance of industrial organizations through enhanced predictive modeling, automation, decision-making, and adaptability. It is also found that there are several barriers to the successful implementation of the technology in question, which include a lack of workforce support, ethical issues, employees' skills in using digital tools, and insufficient technology readiness. In addition, it is revealed that the digital transformation of organizations leads to sustainable development, an innovative at-mosphere, and competitiveness.
dc.description.notificationfi=Opinnäytetyö kokotekstinä PDF-muodossa.|en=Thesis fulltext in PDF format.|sv=Lärdomsprov tillgängligt som fulltext i PDF-format|
dc.format.extent113
dc.identifier.urihttps://osuva.uwasa.fi/handle/11111/20892
dc.identifier.urnURN:NBN:fi-fe2026060261536
dc.language.isoeng
dc.rightsCC BY-NC-SA 4.0
dc.subject.degreeprogrammeMaster’s Programme in Strategic Business Development
dc.subject.disciplinefi=Johtaminen ja organisaatiot|en=Management and Organization|
dc.subject.ysodecision making
dc.subject.ysoartificial intelligence
dc.subject.ysodigitalisation
dc.subject.ysoindustry
dc.subject.ysomachine learning
dc.subject.ysooptimisation
dc.subject.ysoindustrial automation
dc.subject.ysobig data
dc.subject.ysoautomation
dc.subject.ysoleadership (activity)
dc.titleThe Role of AI in Enhancing Decision Making in Industrial Service Operations: A Systematic Literature Review
dc.type.ontasotfi=Pro gradu -tutkielma|en=Master's thesis|sv=Pro gradu -avhandling|

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